Accelerating organic solar cell material's discovery: high-throughput screening and <i>big data</i>
Xabier Rodríguez‐Martínez, Enrique Pascual‐San‐José, Mariano Campoy‐Quiles
Abstract
readiness. Herein, machine-learning algorithms find a rewarding application niche to retrieve quantitative structure-activity relationships and extract molecular design rationale, which are expected to keep the material's discovery pace up in organic photovoltaics.
Topics & Concepts
ThroughputHigh-throughput screeningBig dataOrganic solar cellComputer scienceDrug discoveryNanotechnologyData scienceMaterials scienceEngineeringData miningPhotovoltaic systemBioinformaticsElectrical engineeringTelecommunicationsWirelessBiologyOrganic Electronics and PhotovoltaicsMachine Learning in Materials ScienceAdvanced Memory and Neural Computing